Tidy Tuesday: The Scent of Data

Exploring the Parfumo Fragrance Dataset

library(tidyverse)
tuesdata <- tidytuesdayR::tt_load(2024, week = 50)
dta <- tuesdata$parfumo_data_clean 

glimpse(dta)

Rows: 59,325
Columns: 13
$ Number        <chr> "455", "0071", "0154", "0162", "0171", "0191", "02", "03…
$ Name          <chr> "Tabac Écarlate", "Tidal Pool", "Pumpkin Pie", "Wet Ston…
$ Brand         <chr> "Le Ré Noir", "CB I Hate Perfume", "CB I Hate Perfume", …
$ Release_Year  <dbl> NA, 2004, 1998, 2006, NA, 1975, NA, NA, NA, NA, NA, NA, …
$ Concentration <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, …
$ Rating_Value  <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 7.8,…
$ Rating_Count  <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2, 2…
$ Main_Accords  <chr> NA, NA, "Green, Leathery, Chypre, Animal", NA, NA, NA, N…
$ Top_Notes     <chr> NA, "Bergamot", NA, NA, NA, NA, "Coconut", "Basil, Berga…
$ Middle_Notes  <chr> NA, "French lavender", NA, NA, NA, NA, "Milk, Tonka bean…
$ Base_Notes    <chr> NA, "Musk, Foulness", NA, NA, NA, NA, "Amber, Musk, Vani…
$ Perfumers     <chr> "Valery Sokolov / Валерий Соколов", "Harry Frémont", NA,…
$ URL           <chr> "https://www.parfumo.com/Perfumes/Le_Re_Noir/455-tabac-e…